The Bottom Line
In 2026, the main shift in automation is not just adding AI features. It is the move from building automation flows to enabling reliable execution across real interfaces.
Leapwork provides a visual flow-based automation platform that allows teams to design workflows using drag-and-drop blocks. This approach works well for structured enterprise systems where processes can be clearly defined.
AskUI takes a different approach. Instead of focusing on visual workflow design, AskUI provides an execution layer that allows agents to operate across real interfaces and operating systems. This enables automation workflows to run across environments that extend beyond traditional application boundaries.
Decision Matrix: Strategic Comparison (Updated Mar 2026)
A quick overview for engineering leaders evaluating automation infrastructure.
| Business Metric | Leapwork (Visual Flow Automation) | AskUI (Execution Layer) |
|---|---|---|
| Automation Logic | Visual flows built from drag-and-drop blocks | Runtime execution driven by agent workflows |
| AI Integration | AI capabilities embedded in specific blocks | AI models handle reasoning while AskUI enables execution |
| Cross-Platform | Strong support for enterprise platforms (SAP, Salesforce, Dynamics) | Cross-interface execution across operating systems |
| Maintenance TCO | Flow complexity increases as workflows scale | Reduced maintenance through runtime execution |
| Automation Model | Structured workflow automation | Agent-driven execution infrastructure |
Visual Flow Automation in Enterprise Systems
Leapwork is widely adopted by enterprise teams that want a no-code approach to automation.
Automation workflows are built visually using blocks connected through flow diagrams. This provides strong visibility into automation logic, which can be valuable in regulated enterprise environments where teams want clear oversight of how automation processes operate.
For structured business processes in platforms such as SAP, Salesforce, or Dynamics, visual flow automation can be an effective approach.
However, as automation workflows grow in size and complexity, maintaining large flow diagrams can become increasingly difficult.
Moving from Workflow Design to Execution
Modern software systems rarely operate within a single application.
User journeys increasingly span multiple environments, including:
- mobile applications
- desktop software
- embedded interfaces
- remote environments such as Citrix or VDI
- connected devices and system hubs
In these environments, the main challenge shifts from designing automation flows to executing workflows reliably across interfaces.
AskUI addresses this challenge by providing an execution layer that allows agents to interact with interfaces across systems during runtime.
Instead of defining every branch of logic in advance, automation workflows can adapt dynamically as the system state changes.
Execution Across Interfaces
One of the key differences between visual workflow tools and execution infrastructure is how they handle multi-interface environments.
Leapwork workflows are typically designed around predefined application structures. This works well in stable enterprise systems where the automation environment is predictable.
AskUI instead enables execution across real system interfaces. Agents can interact with different environments during runtime, allowing automation workflows to span multiple systems without requiring separate automation frameworks.
Strategic Fit: Choosing the Right Approach
Choose Leapwork if:
- Your automation workflows primarily involve structured enterprise systems
- Your team prefers a visual representation of automation logic
- Your processes follow predictable application flows
Choose AskUI if:
- Your automation spans multiple interfaces or operating systems
- Your systems include embedded environments, remote sessions, or custom interfaces
- You want to enable agent-driven workflows that can adapt to changing UI environments
FAQ for Enterprise Teams
1. Does AskUI replace existing automation tools?
No. AskUI can complement existing automation approaches by enabling execution across environments where traditional workflow automation tools may struggle.
2. Can Leapwork and AskUI be used together?
Yes. Some organizations use flow-based tools for structured enterprise workflows and use AskUI to handle automation scenarios that span multiple interfaces or systems.
Conclusion
Automation is evolving from workflow design toward reliable execution across complex environments.
Visual flow automation platforms such as Leapwork remain effective for structured enterprise systems where workflows are predictable.
AskUI focuses on a different layer of the automation stack: enabling execution across real interfaces and systems.
As software ecosystems continue to expand across devices and environments, the ability to execute automation workflows across those interfaces becomes increasingly important.
Leapwork is a trademark of Leapwork A/S. AskUI is not affiliated with, sponsored by, or endorsed by Leapwork A/S